From 0577805564415ab22d974359dc48af5f2a34ecb1 Mon Sep 17 00:00:00 2001 From: mhjensen Date: Wed, 25 Dec 2019 18:14:45 +0100 Subject: [PATCH] adding typos --- .../How2ReadData/html/How2ReadData-bs.html | 13 ++++++++++--- .../html/How2ReadData-reveal.html | 13 ++++++++++--- .../html/How2ReadData-solarized.html | 13 ++++++++++--- doc/pub/How2ReadData/html/How2ReadData.html | 13 ++++++++++--- doc/pub/How2ReadData/ipynb/How2ReadData.ipynb | 11 ++++++++--- .../ipynb/ipynb-How2ReadData-src.tar.gz | Bin 103631 -> 103631 bytes .../How2ReadData/pdf/How2ReadData-minted.pdf | Bin 475297 -> 475371 bytes doc/src/How2ReadData/How2ReadData.do.txt | 9 +++++++-- 8 files changed, 55 insertions(+), 17 deletions(-) diff --git a/doc/pub/How2ReadData/html/How2ReadData-bs.html b/doc/pub/How2ReadData/html/How2ReadData-bs.html index aa8f9be71..e8e63b856 100644 --- a/doc/pub/How2ReadData/html/How2ReadData-bs.html +++ b/doc/pub/How2ReadData/html/How2ReadData-bs.html @@ -166,7 +166,7 @@ MathJax.Hub.Config({
[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University

-

Dec 24, 2019

+

Dec 25, 2019


@@ -1202,8 +1202,15 @@ years etc.

Finally, another cost function is the Huber cost function used in robust regression. -It is less sensitive to outliers in data than the squared error cost function. -A variant for classification is also sometimes used, a quantity we will meet later. + +

+The rationale behind this possible cost function is its reduced +sensitivity to outliers in the data set. In our discussions on +dimensionality reduction and normalization of data we will meet other +ways of dealing with outliers. + +

+The Huber cost function is defined as $$ H_{\delta}(a)={\begin{cases}{\frac {1}{2}}{a^{2}}&{\text{for }}|a|\leq \delta ,\\\delta (|a|-{\frac {1}{2}}\delta ),&{\text{otherwise.}}\end{cases}}}. $$ diff --git a/doc/pub/How2ReadData/html/How2ReadData-reveal.html b/doc/pub/How2ReadData/html/How2ReadData-reveal.html index aa3250a20..fca65e9cc 100644 --- a/doc/pub/How2ReadData/html/How2ReadData-reveal.html +++ b/doc/pub/How2ReadData/html/How2ReadData-reveal.html @@ -148,7 +148,7 @@ MathJax.Hub.Config({

[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University

 
-

Dec 24, 2019

+

Dec 25, 2019


Introduction

@@ -1227,8 +1227,15 @@ years etc.

Finally, another cost function is the Huber cost function used in robust regression. -It is less sensitive to outliers in data than the squared error cost function. -A variant for classification is also sometimes used, a quantity we will meet later. + +

+The rationale behind this possible cost function is its reduced +sensitivity to outliers in the data set. In our discussions on +dimensionality reduction and normalization of data we will meet other +ways of dealing with outliers. + +

+The Huber cost function is defined as

 
$$ H_{\delta}(a)={\begin{cases}{\frac {1}{2}}{a^{2}}&{\text{for }}|a|\leq \delta ,\\\delta (|a|-{\frac {1}{2}}\delta ),&{\text{otherwise.}}\end{cases}}}. diff --git a/doc/pub/How2ReadData/html/How2ReadData-solarized.html b/doc/pub/How2ReadData/html/How2ReadData-solarized.html index 19a89ca88..a94087cb1 100644 --- a/doc/pub/How2ReadData/html/How2ReadData-solarized.html +++ b/doc/pub/How2ReadData/html/How2ReadData-solarized.html @@ -135,7 +135,7 @@ MathJax.Hub.Config({

[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University

-

Dec 24, 2019

+

Dec 25, 2019


Introduction

@@ -1162,8 +1162,15 @@ years etc.

Finally, another cost function is the Huber cost function used in robust regression. -It is less sensitive to outliers in data than the squared error cost function. -A variant for classification is also sometimes used, a quantity we will meet later. + +

+The rationale behind this possible cost function is its reduced +sensitivity to outliers in the data set. In our discussions on +dimensionality reduction and normalization of data we will meet other +ways of dealing with outliers. + +

+The Huber cost function is defined as $$ H_{\delta}(a)={\begin{cases}{\frac {1}{2}}{a^{2}}&{\text{for }}|a|\leq \delta ,\\\delta (|a|-{\frac {1}{2}}\delta ),&{\text{otherwise.}}\end{cases}}}. $$ diff --git a/doc/pub/How2ReadData/html/How2ReadData.html b/doc/pub/How2ReadData/html/How2ReadData.html index f26cca548..592f193f8 100644 --- a/doc/pub/How2ReadData/html/How2ReadData.html +++ b/doc/pub/How2ReadData/html/How2ReadData.html @@ -140,7 +140,7 @@ MathJax.Hub.Config({

[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University

-

Dec 24, 2019

+

Dec 25, 2019


Introduction

@@ -1167,8 +1167,15 @@ years etc.

Finally, another cost function is the Huber cost function used in robust regression. -It is less sensitive to outliers in data than the squared error cost function. -A variant for classification is also sometimes used, a quantity we will meet later. + +

+The rationale behind this possible cost function is its reduced +sensitivity to outliers in the data set. In our discussions on +dimensionality reduction and normalization of data we will meet other +ways of dealing with outliers. + +

+The Huber cost function is defined as $$ H_{\delta}(a)={\begin{cases}{\frac {1}{2}}{a^{2}}&{\text{for }}|a|\leq \delta ,\\\delta (|a|-{\frac {1}{2}}\delta ),&{\text{otherwise.}}\end{cases}}}. $$ diff --git a/doc/pub/How2ReadData/ipynb/How2ReadData.ipynb b/doc/pub/How2ReadData/ipynb/How2ReadData.ipynb index c940c1063..8713448e5 100644 --- a/doc/pub/How2ReadData/ipynb/How2ReadData.ipynb +++ b/doc/pub/How2ReadData/ipynb/How2ReadData.ipynb @@ -10,7 +10,7 @@ " \n", "**Morten Hjorth-Jensen**, Department of Physics, University of Oslo and Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University\n", "\n", - "Date: **Dec 24, 2019**\n", + "Date: **Dec 25, 2019**\n", "\n", "Copyright 1999-2019, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license\n", "\n", @@ -1458,8 +1458,13 @@ "\n", "\n", "Finally, another cost function is the Huber cost function used in robust regression.\n", - "It is less sensitive to outliers in data than the squared error cost function.\n", - "A variant for classification is also sometimes used, a quantity we will meet later." + "\n", + "The rationale behind this possible cost function is its reduced\n", + "sensitivity to outliers in the data set. In our discussions on\n", + "dimensionality reduction and normalization of data we will meet other\n", + "ways of dealing with outliers.\n", + "\n", + "The Huber cost function is defined as" ] }, { diff --git a/doc/pub/How2ReadData/ipynb/ipynb-How2ReadData-src.tar.gz b/doc/pub/How2ReadData/ipynb/ipynb-How2ReadData-src.tar.gz index 453cc2ce12e48efa93aacee4d1bdaa063204daac..7900604e45b2d91210cb17847b5926b8f2431c97 100644 GIT binary patch delta 21 dcmX@VlI{FTHg@@L4u&5ym>b!*vNN8T0svbC2kHO- delta 21 dcmX@VlI{FTHg@@L4u<^-OpWYY*%?nv0RU8r2RHx# diff --git a/doc/pub/How2ReadData/pdf/How2ReadData-minted.pdf b/doc/pub/How2ReadData/pdf/How2ReadData-minted.pdf index b58b71f464c3e85a9dc03c8bdca3f4bfb9937f94..7692b433492df6548280116c844502f001c57107 100644 GIT binary patch delta 6170 zcmV+#80F`ofgS6C9k4nAf0d&o+N3IzH3JAjTZ%f*)dG;Lu9Iz12pI$B?-UJ_gUvDx zx;w`4)#aI}VM_)-I1~gZizZpQgb~Dr zm0cVBp93sB`oB!!YEPUX4UD@El909&Laz$Y!{zXa0IW<>Ha+9~Rm$}HwJPOZX3t0}F-*c7|VK4ZqirY;kO2}Ut@)!(Z_qPr= 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